# Price=Price of house # Crime_rate= crime rate around the house # resid_area=Residence Area around the House # air_qual=Air quality around the House # room_num=Number o Room in the House # age= Age of House (How many yers old of House) # dist1= Distance from industrial area1 # dist2= Distance from industrial area2 # dist3= Distance from industrial area3 # dist4= Distance from industrial area4 # teachers=Howmany Teacher Stay in Aroud the House # poor_prop= Poor Population in Around the House # airport= airport Available or not Aroud the House # n_hos_beds= Numbers bads in the Hospital Around the House # n_hot_rooms= Numbers room in the Hotels Around the House # waterbody= Resource of Water Around the House # rainfall= mm rate of rainfall Around the House # bus_ter = Bus Terminal Availble in Around the House # parks= Houmany parks

df_house_price_data['N_Hos_Beds']=df_house_price_data['N_Hos_Beds '].astype('int')